Data/ML Engineer
The Judge Group
Software Engineering, Data Science
Remote
Roles & Responsibilities:
· Build and maintain reusable Python functions for calculating stand model performance metrics – develop and maintain the logic for generating executive summaries and recommendations.
· Design and implement a modular framework to generate monitoring reports in PDFs or dashboard formats.
· Standardize templates for model reporting including visualizations, commentary sections and KPI thresholds.
· Build automation scripts using orchestration to schedule monitoring runs at regular intervals and integrates with the storage system for output archival.
Required:
· 7-10 hands-on experience Python with expertise in pandas, NumPy, scikit-learn, matplotlib and seaborn.
· Strong understanding of ML evaluation metrics across classification and regression use cases.
· Experience with Databricks Notebooks and PySpark for handling large model outputs in parquet format.
· Experience in working with PDF generation libraries.
· Knowledge of MLFLow, model registries or production ML monitoring platforms.